rapid7.com 56 D
🛡️ SEO 46 🤖 GEO 57 ⚡ Perf 42 🏗️ Arch 90

rapid7.com — Global SEODiff Score 56/100

rapid7.com
📊

At 68/100, the ACRI for rapid7.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other infrastructure sites (avg score: 57), rapid7.com performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

56
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (42) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (91×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 15, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 4 Mar 15
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than rapid7.com?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)46 × 0.25 = 11.5
🤖 AI Readiness / GEO (40% weight)57 × 0.40 = 22.8
⚡ Performance (20% weight)42 × 0.20 = 8.4
🏗️ Architecture & Trust (15% weight)90 × 0.15 = 13.5
Weighted sum = 11.5 + 22.8 + 8.4 + 13.5
Global SEODiff Score = 56 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
32
Structure
avg 35
0
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.1%
Rank #1076
+38 pts
Gap
AI (ACRI)
Top 38%
Score 68/100

rapid7.com punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why rapid7.com ranks here

Tech stackNext.js
RenderingSSR
Schema coverage0 blocks
Token bloat50×+

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt →
  • Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

46/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

47 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

134 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 12
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.rapid7.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Rapid7
  • ✓ og:description — Outpace attackers with the only endpoint to cloud, unified cybersecurity platform. Build business resilience with expert-led 24/7 MDR.
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 How the SEO Pillar score is calculated

SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)

Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.

🤖

AI Readiness / GEO

57/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the infrastructure sector, safely.co.jp (ACRI: 90) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
rapid7.com
41
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 32/100 — Low
Structured Elements 26 elements (26 lists, 0 rows, 0 headers)
Total Words838
Raw Density3.1%
💡Low structure score (32/100). Your content appears as a wall of text with few structured HTML elements. You have 26 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

35
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability35/100 — AI models can barely extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (5.8 KB)Bloat (518.9 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context45% Optimized for Vision
Image Alt Coverage40 / 89 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 524.7 KB, but only 5.8 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 45% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 98.9% · SNR: 0.01 · Signal: 1478 / Noise: 132833 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of rapid7.com and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
string — SEMANTIC VOID
Target Audience
string — SEMANTIC VOID
Pricing Model
string — SEMANTIC VOID
🏆 Competitive Moat
string — SEMANTIC VOID
🔄 Programmatic SEO Signals
comparison pages
⚡ Key Pain Points
• No core offering described
• No target audience mentioned
• No pricing model specified
• No competitive moat outlined
Analyzed by SEODiff AI · 2026-02-27

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1470 ms
Raw HTML Size524.7 KB
Visible Text Size5.8 KB

Performance & Speed

42/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1470 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1242
DOM nodes
525 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, no-cache, no-store, max-age=0, must-revalidate
  • ✓ CDN cache status → BYPASS
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated

Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)

TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.

🏗️

Architecture & Trust

90/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.rapid7.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

77
internal links
5
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✓ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en
  • ✓ Meta viewport for mobile
  • ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 41/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for rapid7.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/rapid7.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=rapid7.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 1010 pages · Deep-10

Homepage ACRI
41
Single-page score
+6
Consistent readability
Δ delta
Site-Wide ACRI
48
Avg across 1010 pages · Range 0–68
Topical Cohesion
14%
Topical Drift
TF-IDF cosine similarity
Total Words
696869
Avg Bloat
421.3×
RAG Fractures [?]
100
⚠️
100 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 100 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.rapid7.com/de/cybersecurity-grundlagen/aws-cloud-security/
Best Practices und Checklisten für die AWS Cloud-Sicherheit | Rapid7
pricing 68 16.2× 4617 💰 Pricing
https://www.rapid7.com/fundamentals/aws-cloud-security/
What is AWS Cloud Security? 10 Best Practices - Rapid7
pricing 68 14.8× 4764 💰 Pricing
https://www.rapid7.com/fundamentals/model-context-protocol-mcp/
What Is Model Context Protocol (MCP) for AI Security?
pricing 65 62.5× 1128 💰 Pricing
https://www.rapid7.com/fundamentals/what-is-managed-detection-and-response-mdr/
What Is MDR? Managed Detection and Response Security
pricing 65 56.3× 1376 ⚠️ RAG Fracture
https://www.rapid7.com/fundamentals/what-is-wormgpt/
What Is WormGPT? | Malicious AI Model Explained
pricing 65 64.9× 1105 💰 Pricing
https://www.rapid7.com/fundamentals/soc-alert-triage/
What Is Alert Triage in Cybersecurity?
other 65 53.9× 1242
https://www.rapid7.com/fundamentals/what-is-cloud-security/
What Is Cloud Security? Definition, Challenges, and Best Practices
pricing 65 58.0× 1196 💰 Pricing
https://www.rapid7.com/fundamentals/managed-network-security/
What Is Managed Network Security?
trust 65 66.1× 1015
https://www.rapid7.com/fundamentals/adversarial-exposure-validation-aev/
Adversarial Exposure Validation (AEV) Explained
other 65 61.4× 1089
https://www.rapid7.com/fundamentals/agentic-soc/
What Is an Agentic SOC? AI-Driven Security Operations
other 65 64.6× 1037
https://www.rapid7.com/fundamentals/backdoor-attacks/
Backdoor Attacks Explained: Definition & Prevention
other 65 72.9× 947
https://www.rapid7.com/fundamentals/co-managed-siem-services/
How Co-Managed SIEM Services Work | Shared SOC Model
product 65 76.9× 867
https://www.rapid7.com/fundamentals/siem/
What Is SIEM? How Security Information and Event Management Works
other 65 81.4× 863
https://www.rapid7.com/fundamentals/managed-siem/
What Is Managed SIEM? How It Works, Benefits & Use Cases
pricing 65 75.9× 876 💰 Pricing
https://www.rapid7.com/fundamentals/what-is-threat-intelligence/
What Is Threat Intelligence? Definition, Types & Examples
pricing 65 68.5× 981 💰 Pricing
https://www.rapid7.com/fundamentals/what-is-network-security/
What Is Network Security? Definition, Controls, and Examples
trust 65 74.4× 911
https://www.rapid7.com/fundamentals/cybersecurity-as-a-service-csaas/
What Is Cybersecurity as a Service (CSaaS)?
pricing 65 65.1× 1045 💰 Pricing
https://www.rapid7.com/fundamentals/what-are-exposure-assessment-platforms-eaps/
Exposure Assessment Platforms (EAPs): What They Are & How They Work
product 65 69.5× 968
https://www.rapid7.com/fundamentals/what-is-continuous-threat-exposure-management-ctem/
Continuous Threat Exposure Management (CTEM) Explained
other 65 67.0× 1090
https://www.rapid7.com/fundamentals/what-is-exposure-management/
Exposure Management in Cybersecurity | Rapid7
other 65 87.6× 747
Showing 20 of 100 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/fundamentals/ 190 61 1% 51.8× Bot Blocked
/about/ 99 52 1% 79.6× Bot Blocked
/de/ 81 58 1% 92.7× Bot Blocked
/customers/ 80 52 1% 68.5× Bot Blocked
/solutions/ 13 54 1% 100.2× Bot Blocked
/services/ 9 58 1% 143.9× Bot Blocked
/products/ 8 54 1% 142.8× Bot Blocked
/compare/ 6 60 1% 146.5× Bot Blocked
/trust/ 3 52 1% 76.1× Bot Blocked
/research/ 2 52 1% 113.5× Bot Blocked
/contact/ 2 60 1% 265.1× Bot Blocked
/security/ 2 52 1% 71.9× Bot Blocked
/platform/ 2 52 1% 129.8× Bot Blocked
/resources/ 1 55 0% 20.3× High JS Bloat
/partners/ 1 52 1% 106.6× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 1010 pages
twitter.com ×1004
bsky.app ×1004
linkedin.com ×1004
facebook.com ×1004
instagram.com ×1004
information.rapid7.com ×1002
insight.rapid7.com ×1002
investors.rapid7.com ×1002
🔄 Re-Crawl & Update 📡 Track this Domain

Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).

🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/rapid7.com

Get your free API key — 100 requests/month included.

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to rapid7.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
rapid7.com (this site) 41 68 Next.js 90.9× 0
pdfcroppers.com 66 77 Django 2.3× 0 Compare →
dublinchamber.org 66 80 Custom / Proprietary 3.8× 0 Compare →
zhuishu5.com 66 80 Cloudflare Pages 2.4× 0 Compare →
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spy.zyzhan.com 66 80 Custom / Proprietary 2.8× 0 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite rapid7.com when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🎭

Bait & Switch Delta

F 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

42
Homepage ACRI
37
Inner Avg ACRI
+5
ACRI Delta
70%
Homepage Ghost
70%
Inner Avg Ghost
100
Drift Score [?]
Worst Inner Pages
52 70% pricing https://rapid7.com/about
40 70% product https://rapid7.com/products
50 70% pricing https://rapid7.com/blog
🛡️

E-E-A-T Trust Signals

C 50/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
Address: 120 Causeway Street Suite 400 Boston, MA 02114 Tel: +1-617-247-1717 View directions Austin 401 Cong
🔗

Citation Profile

17 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

185
Total Links
17
Unique Domains
12.3
Avg/Page
9%
Diversity
insight.rapid7.com investors.rapid7.com bsky.app twitter.com academy.rapid7.com linkedin.com information.rapid7.com extensions.rapid7.com facebook.com docs.rapid7.com
🏘️ Outbound Neighborhood Trust Avg Trust: 34.0

AI trust scores for the domains rapid7.com links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to rapid7.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Rapid7",
  "url": "https://rapid7.com",
  "logo": "https://rapid7.com/logo.png",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Rapid7",
  "url": "https://rapid7.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://rapid7.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets -->
<link rel="stylesheet" href="/css/main.css">

<!-- Move inline scripts to external files with defer -->
<script src="/js/app.js" defer></script>

<!-- Remove duplicate navigation blocks -->
<!-- Keep only ONE <nav> in the <header> -->

<!-- Ensure <main> wraps your primary content -->
<main>
  <!-- Your content here — this is what AI sees first -->
</main>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Rapid7?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Rapid7 does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Rapid7 work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Rapid7."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for rapid7.com:

Current Score
68
Projected Score
86
Improvement
+18 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +5 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

Is this your company?

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →